#slurm

Asistente de IA para usuarios de HPC (Slurm+Spack): revisa sbatch antes de correr, corrige con reglas deterministicas + LLM. Casos reales: hasta 2.7x mas rapido. Produccion: IFIMAR (CONICET-UNMDP).

Agent Skills and an MCP server for GPU performance profiling, benchmarking, optimization, and reporting, with an inference focus.

A template for running an open weight large language model (LLM) on the Stanage HPC cluster.

Run provenance, comparison validity, and the shared primitives for agentic work on research infrastructure. A base layer, not an agent framework.

Let any AI assistant work a Slurm cluster, safely: MCP server + CLI in one Go binary. Typed, audited, read-mostly access to jobs, diagnosis, costs and modules for Claude, Codex, Gemini, Hermes, OpenCode.

A read-only MCP server exposing Slurm scheduler state to agents — allowlist enforced in code, not requested in a prompt, with progressive disclosure.